Dependency Packages
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SparseDiffTools.jl201Fast jacobian computation through sparsity exploitation and matrix coloring
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Trixi.jl363Trixi.jl: Adaptive high-order numerical simulations of hyperbolic PDEs in Julia
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Sundials.jl188Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner
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LinearSolve.jl178LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
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CounterfactualExplanations.jl75A package for Counterfactual Explanations and Algorithmic Recourse in Julia.
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NeuralOperators.jl151DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
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OceanBioME.jl7🌊 🦠 🌿 A fast and flexible modelling environment written in Julia for modelling the coupled interactions between ocean biogeochemistry, carbonate chemistry, and physics
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SymbolicRegression.jl377Distributed High-Performance symbolic regression in Julia
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ControlSystems.jl430A Control Systems Toolbox for Julia
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ModelingToolkitStandardLibrary.jl76A standard library of components to model the world and beyond
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SciMLOperators.jl30SciMLOperators.jl: Matrix-Free Operators for the SciML Scientific Machine Learning Common Interface in Julia
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Rasters.jl161Raster manipulation for the Julia language
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SemanticModels.jl76A julia package for representing and manipulating model semantics
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Flux.jl4122Relax! Flux is the ML library that doesn't make you tensor
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Optimization.jl512Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
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GalacticOptim.jl512Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
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DynamicPPL.jl116Implementation of domain-specific language (DSL) for dynamic probabilistic programming
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MimiMooreEtAlAgricultureImpacts.jl0-
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MPSKitModels.jl6-
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SimulationLogs.jl19Signal logging and scoping for DifferentialEquations.jl simulations.
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Sophon.jl36Neural networks and neural operators for physics-informed machine learning
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MOTIFs.jl0DNA Motif discovery that includes the discovery of flexible (long or gapped) motifs.
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Pesto.jl2Phylogenetic Estimation of Shifts in the Tempo of Origination
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RobustNeuralNetworks.jl11A Julia package for robust neural networks.
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HypothesisTests.jl258Hypothesis tests for Julia
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DynamicGrids.jl211Grid-based simulations in Julia
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SymbolicNumericIntegration.jl93SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals
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Pigeons.jl34Distributed and parallel sampling from intractable distributions
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BifurcationKit.jl240A Julia package to perform Bifurcation Analysis
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AdvancedHMC.jl192Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
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SymbolicUtils.jl454Expression rewriting and simplification
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Symbolics.jl1169A fast and modern CAS for a fast and modern language.
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ClimaAtmos.jl43ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!
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ModelingToolkit.jl1212An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
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OceanRasterConversions.jl4Modules to analyse ocean model output or observational data that are saved as Raster data structures.
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FundamentalsNumericalComputation.jl60Core functions for the Julia (2nd) edition of the text Fundamentals of Numerical Computation, by Driscoll and Braun.
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GeneralAstrodynamics.jl16Astrodynamics with units! Provides common astrodynamics calculations, plotting, and iterative Halo, Kepler, and Lambert solvers.
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OrbitalTrajectories.jl74OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.
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UnitfulAstrodynamics.jl16Astrodynamics with units! Provides common astrodynamics calculations, plotting, and iterative Halo, Kepler, and Lambert solvers.
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DynamicalSystems.jl725Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
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